From his comfortable armchair, Liam looked out at the falling snow, a steady and silent descent that softened the edges of everything. He cradled a warm mug of cocoa, the scent of chocolate and cinnamon filling the room. A gentle smile played on his lips.

His laptop chimed with a notification. The results for his literature midterm had just been posted. He opened the file. A 'D' blinked on the screen, a jarring note in the quiet room. His face fell.

He set the mug down with a thump, the tremor in his hands betraying his surprise. The falling snow, which moments before was a source of wonder, now seemed to mock his feelings.

Emotion: peaceful

Cluster: Calm / Serenity
PC1 (Valence): 2.40 Positive
PC2 (Disposition): -2.79

Role in Research

This story is one of 1,000 stories generated for the emotion peaceful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 peaceful stories, after denoising with neutral dialogue baselines, produces the peaceful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the peaceful vector is projected through the unembedding matrix.

Promoted:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367